README.md

metadata

license: apache-2.0
language:
  - en
base_model:
  - Wan-AI/Wan2.1-I2V-14B-480P
  - Wan-AI/Wan2.1-I2V-14B-480P-Diffusers
pipeline_tag: image-to-video
tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
  - image-to-video
widget:
  - text: >-
      The video starts with a man. The c1455y classy transformation occurs and
      the man is now wearing a light blue dress with spaghetti straps. He is
      holding a small white envelope and a flower in his hands. The man is
      smiling, and looking at the camera. His arm is resting on a wooden table,
      and the background is gold and brown. The man is seated.
    output:
      url: example_videos/man1_classy.mp4
  - text: >-
      The video starts with a man wearing a suit. The c1455y classy
      transformation occurs and the man is now wearing a light blue dress with
      spaghetti straps. He is holding a small white envelope and a flower in his
      hands. The man is smiling, and looking at the camera. His arm is resting
      on a wooden table, and the background is gold and brown. The man is
      seated.
    output:
      url: example_videos/man2_classy.mp4

Classy Effect LoRA for Wan2.1 14B I2V 480p

Overview

This LoRA is trained on the Wan2.1 14B I2V 480p model and allows you to make any person/object in an image become classy!

Features

• Transform any image into a video of the subject as a female classy version of themselves!
• Trained on the Wan2.1 14B 480p I2V base model
• Consistent results across different object types
• Simple prompt structure that's easy to adapt

Community

• Discord: Join our community to generate videos with this LoRA for free
• Request LoRAs: We're training and open-sourcing Wan2.1 LoRAs for free - join our Discord to make requests!

Prompt

The video starts with a man. The c1455y classy transformation occurs and the man is now wearing a light blue dress with spaghetti straps. He is holding a small white envelope and a flower in his hands. The man is smiling, and looking at the camera. His arm is resting on a wooden table, and the background is gold and brown. The man is seated.

Prompt

The video starts with a man wearing a suit. The c1455y classy transformation occurs and the man is now wearing a light blue dress with spaghetti straps. He is holding a small white envelope and a flower in his hands. The man is smiling, and looking at the camera. His arm is resting on a wooden table, and the background is gold and brown. The man is seated.

Model File and Inference Workflow

📥 Download Links:

• classy_45_epochs.safetensors - LoRA Model File
• wan_I2V_LoRA_workflow.json - Wan I2V with LoRA Workflow for ComfyUI

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Recommended Settings

• LoRA Strength: 1.0
• Embedded Guidance Scale: 6.0
• Flow Shift: 5.0

Trigger Words

The key trigger phrase is: c1455y classy transformation

Prompt Template

For best results, try following the structure of the prompt examples above. These worked well for me.

ComfyUI Workflow

This LoRA works with a modified version of Kijai's Wan Video Wrapper workflow. The main modification is adding a Wan LoRA node connected to the base model.

See the Downloads section above for the modified workflow.

Model Information

The model weights are available in Safetensors format. See the Downloads section above.

Training Details

• Base Model: Wan2.1 14B I2V 480p
• Training Data: Trained on 35 seconds of video comprised of 7 short clips (each clip captioned separately) of people transforming into a classy woman!
• Epochs: 45

Additional Information

Training was done using Diffusion Pipe for Training

Acknowledgments

Special thanks to Kijai for the ComfyUI Wan Video Wrapper and tdrussell for the training scripts!